Machine Translation on NIST Chinese-English MT08 (test)
40.45BLEUAdvAug
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvAugLoss Config.=L_aut + L_adv, Extra corpora=true2020.06 | 40.45 | |
| AdvAugLoss Config.=L_aut + L_adv, Extra corpora=false2020.06 | 39.63 | |
| AdvAugLoss Config.=L_clean + L_adv, Extra corpora=false2020.06 | 39.03 | |
| Cheng et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 37.38 | |
| AdvAugLoss Config.=L_aut, Extra corpora=false2020.06 | 37.21 | |
| Edunov et al.Loss Config.=not elaborated, Extra corpora=true2020.06 | 36.79 | |
| Sennrich et al.Loss Config.=not elaborated, Extra corpora=true2020.06 | 36.43 | |
| AdvAugLoss Config.=L_mixup, Extra corpora=false2020.06 | 36 | |
| Sato et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 35.9 | |
| Miyato et al.Loss Config.=not elaborated, Extra corpora=false2020.06 | 35.84 | |
| Vaswani et al.Loss Config.=L_clean, Extra corpora=false2020.06 | 35.11 |